Basic Statistics
Raw Counts
| Rows |
81,115 |
| Columns |
15 |
| Discrete columns |
13 |
| Continuous columns |
2 |
| All missing columns |
0 |
| Missing observations |
90,159 |
| Complete Rows |
22,007 |
| Total observations |
1,216,725 |
| Memory allocation |
44.7 Mb |
Percentages

Missing Data Profile

Univariate Distribution
Histogram

Bar Chart (with frequency)
## 8 columns ignored with more than 50 categories.
## description: 81090 categories
## designation: 29512 categories
## province: 367 categories
## region_1: 1050 categories
## title: 80462 categories
## variety: 708 categories
## vintage: 56 categories
## winery: 12833 categories

QQ Plot
## Warning: Removed 70 rows containing non-finite values (`stat_qq()`).
## Warning: Removed 70 rows containing non-finite values (`stat_qq_line()`).

Correlation Analysis
## 7 features with more than 20 categories ignored!
## description: 22002 categories
## designation: 10138 categories
## region_1: 207 categories
## title: 21941 categories
## variety: 190 categories
## vintage: 21 categories
## winery: 2834 categories
## Warning in cor(x = structure(list(points = c(86, 86, 88, 88, 88, 88, 94, : the standard
## deviation is zero
